Commune Kitchen — DSH plugin + skill pack (Finland / Åland)

AI tooling for small communal kitchens, co-living houses, B&Bs, campsites and course centres in Finland and Åland that cook 5–30 covers a day and still run on paper, spreadsheets and gut feel.

Problem

• Ordering is manual and error-prone; quantities are guesses, waste is high.
• Receiving a delivery means ticking a paper list against a receipt by eye.
• Recipes don't scale cleanly to "10–15 people today" and don't handle allergies.
• Finnish food-safety paperwork (omavalvonta) is a burden for a tiny kitchen.

What's inside

Skills (the content pack)

• recipe-scaling-allergens — scale any recipe to N covers, convert units, adapt for the 14 EU allergens. Ships scripts/scale_recipe.py.
• ordering-par-sheets — turn a weekly menu into par/order sheets for 10–15 covers.
• receipt-checking — reconcile a delivery against the order sheet.
• recipe-ideas — varied, non-repeating dishes from what is in stock.
• finnish-food-compliance — self-monitoring (omavalvonta), temperature logs, allergen labelling, Oiva/ÅMHM inspection readiness.

Tools (the DSH plugin)

• receipt_parse — raw receipt text (Finnish/Swedish/English) → structured line items.
• receipt_check — match receipt items to the order; tick-off checklist (received / short / missing / not-on-order / use-first / expired).
• recipe_suggest — rank dishes by ingredient coverage of current stock, avoiding repeats.

Data (editable seeds)

• data/recipes.json — 10 seed dishes (red/white fish, beef/veg/chicken ragù, dairy dishes, lohikeitto, makaronilaatikko) with allergens.
• data/products.json — sample Finnish pantry (dairy-first).
• data/categories.json — product category taxonomy.

Finland / Åland specifics

• Authorities: Ruokavirato (mainland) and ÅMHM on Åland (e.g. Brändö).
• Finnish/Swedish product vocabulary is built into the receipt parser and matcher (maito→milk, lohifilee→salmon fillet, tomaattimurska→canned tomatoes, ...).
• Currency: EUR.

Receipt flow (photo → checklist)

See OCR.md for the tested OCR pipeline (Tesseract + preprocessing).

1. Photograph the paper receipt and attach it.
2. Extract text (agent vision or a local OCR adapter).
3. receipt_parse → structured items.
4. receipt_check against the order sheet → tick the checklist.

Get the full pack

The free plugin ships 4 tools + the recipe-scaling-allergens skill. The premium pack adds 4 more skills (ordering, receipt checking, recipe ideas, Finnish compliance).

Buy it here: https://dimalunochkin.gumroad.com/l/kitchen

Target customer

Small communes, co-living kitchens, B&Bs, campsites, course centres, food trucks in Finland, Åland and the Nordics.

Monetization (model: content packs)

• One-time pack on Gumroad/LemonSqueezy: €29–49.
• Or subscription €15/mo for a growing catalog + updates.
• Free tier: 1 sample skill (lead magnet).

Repo layout

• skills/ — skill packs (SKILL.md + scripts)
• plugin/ — DSH cordis plugin (tools + embedded skills)
• data/ — seed recipes, products, categories
• index/ — DSH plugin-market index (JSON) for the Discover tab

Status / Roadmap

• Product spec
• 5 skills + scaler script (tested)
• receipt_parse / receipt_check / recipe_suggest tools (tested)
• Finnish/Swedish vocabulary + Finnish recipes
• Market index JSON
• OCR strategy tested & documented (see OCR.md) — local Tesseract + preprocessing works, cloud as premium
• Install/load plugin in DSH and verify
• Publish (npm or git) + sales page + launch

Needs from the owner

• A real receipt photo to test the OCR/vision path
• Your real pantry list and weekly menu
• Exact wording of your local ÅMHM self-monitoring requirements (if any)